Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 38014 |
| Missing cells | 37097 |
| Missing cells (%) | 5.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 4.9 MiB |
| Average record size in memory | 136.0 B |
Variable types
| Categorical | 3 |
|---|---|
| Numeric | 14 |
HolidayFlag is highly imbalanced (75.6%) | Imbalance |
Holiday has 36478 (96.0%) missing values | Missing |
DayOfWeek has 5424 (14.3%) zeros | Zeros |
PeriodOfDay has 792 (2.1%) zeros | Zeros |
Reproduction
| Analysis started | 2024-07-19 00:58:41.380189 |
|---|---|
| Analysis finished | 2024-07-19 00:59:38.746788 |
| Duration | 57.37 seconds |
| Software version | ydata-profiling v4.8.3 |
| Download configuration | config.json |
Holiday
Categorical
MISSING 
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 36478 |
| Missing (%) | 96.0% |
| Memory size | 297.1 KiB |
| Christmas Eve | |
|---|---|
| Christmas | |
| St Stephen's Day | |
| New Year's Eve | |
| New Year's Day | |
| Other values (9) |
Length
| Max length | 20 |
|---|---|
| Median length | 17 |
| Mean length | 13.375 |
| Min length | 6 |
Characters and Unicode
| Total characters | 20544 |
|---|---|
| Distinct characters | 38 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Christmas Eve |
|---|---|
| 2nd row | Christmas Eve |
| 3rd row | Christmas Eve |
| 4th row | Christmas Eve |
| 5th row | Christmas Eve |
Common Values
| Value | Count | Frequency (%) |
| Christmas Eve | 144 | 0.4% |
| Christmas | 144 | 0.4% |
| St Stephen's Day | 144 | 0.4% |
| New Year's Eve | 144 | 0.4% |
| New Year's Day | 96 | 0.3% |
| St Patrick's Day | 96 | 0.3% |
| Good Friday | 96 | 0.3% |
| Holy Saturday | 96 | 0.3% |
| Easter | 96 | 0.3% |
| Easter Monday | 96 | 0.3% |
| Other values (4) | 384 | 1.0% |
| (Missing) | 36478 |
Length
| Value | Count | Frequency (%) |
| day | 432 | |
| christmas | 288 | 8.0% |
| holiday | 288 | 8.0% |
| bank | 288 | 8.0% |
| eve | 288 | 8.0% |
| st | 240 | 6.7% |
| new | 240 | 6.7% |
| year's | 240 | 6.7% |
| easter | 192 | 5.3% |
| stephen's | 144 | 4.0% |
| Other values (10) | 960 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 2304 | 11.2% |
| 2064 | 10.0% | |
| e | 1440 | 7.0% |
| s | 1344 | 6.5% |
| t | 1248 | 6.1% |
| y | 1200 | 5.8% |
| r | 1104 | 5.4% |
| o | 768 | 3.7% |
| i | 768 | 3.7% |
| d | 672 | 3.3% |
| Other values (28) | 7632 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 20544 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 2304 | 11.2% |
| 2064 | 10.0% | |
| e | 1440 | 7.0% |
| s | 1344 | 6.5% |
| t | 1248 | 6.1% |
| y | 1200 | 5.8% |
| r | 1104 | 5.4% |
| o | 768 | 3.7% |
| i | 768 | 3.7% |
| d | 672 | 3.3% |
| Other values (28) | 7632 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 20544 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 2304 | 11.2% |
| 2064 | 10.0% | |
| e | 1440 | 7.0% |
| s | 1344 | 6.5% |
| t | 1248 | 6.1% |
| y | 1200 | 5.8% |
| r | 1104 | 5.4% |
| o | 768 | 3.7% |
| i | 768 | 3.7% |
| d | 672 | 3.3% |
| Other values (28) | 7632 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 20544 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 2304 | 11.2% |
| 2064 | 10.0% | |
| e | 1440 | 7.0% |
| s | 1344 | 6.5% |
| t | 1248 | 6.1% |
| y | 1200 | 5.8% |
| r | 1104 | 5.4% |
| o | 768 | 3.7% |
| i | 768 | 3.7% |
| d | 672 | 3.3% |
| Other values (28) | 7632 |
HolidayFlag
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 297.1 KiB |
| 0 | |
|---|---|
| 1 | 1536 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 38014 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 36478 | |
| 1 | 1536 | 4.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 36478 | |
| 1 | 1536 | 4.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 36478 | |
| 1 | 1536 | 4.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 38014 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 36478 | |
| 1 | 1536 | 4.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 38014 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 36478 | |
| 1 | 1536 | 4.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 38014 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 36478 | |
| 1 | 1536 | 4.0% |
DayOfWeek
Real number (ℝ)
ZEROS 
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.9973168 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 5424 |
| Zeros (%) | 14.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 297.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 1.9999587 |
|---|---|
| Coefficient of variation (CV) | 0.66724971 |
| Kurtosis | -1.2508886 |
| Mean | 2.9973168 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.0025846685 |
| Sum | 113940 |
| Variance | 3.999835 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 5472 | |
| 2 | 5424 | |
| 3 | 5424 | |
| 4 | 5424 | |
| 5 | 5424 | |
| 0 | 5424 | |
| 6 | 5422 |
| Value | Count | Frequency (%) |
| 0 | 5424 | |
| 1 | 5472 | |
| 2 | 5424 | |
| 3 | 5424 | |
| 4 | 5424 | |
| 5 | 5424 | |
| 6 | 5422 |
| Value | Count | Frequency (%) |
| 6 | 5422 | |
| 5 | 5424 | |
| 4 | 5424 | |
| 3 | 5424 | |
| 2 | 5424 | |
| 1 | 5472 | |
| 0 | 5424 |
WeekOfYear
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.124586 |
| Minimum | 1 |
|---|---|
| Maximum | 52 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 297.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 15 |
| median | 29 |
| Q3 | 43 |
| 95-th percentile | 51 |
| Maximum | 52 |
| Range | 51 |
| Interquartile range (IQR) | 28 |
Descriptive statistics
| Standard deviation | 15.587575 |
|---|---|
| Coefficient of variation (CV) | 0.55423307 |
| Kurtosis | -1.2695024 |
| Mean | 28.124586 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | -0.10882505 |
| Sum | 1069128 |
| Variance | 242.97251 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 45 | 1008 | 2.7% |
| 46 | 1008 | 2.7% |
| 47 | 1008 | 2.7% |
| 48 | 1008 | 2.7% |
| 49 | 1008 | 2.7% |
| 50 | 1008 | 2.7% |
| 51 | 1008 | 2.7% |
| 52 | 1008 | 2.7% |
| 44 | 960 | 2.5% |
| 1 | 768 | 2.0% |
| Other values (42) | 28222 |
| Value | Count | Frequency (%) |
| 1 | 768 | |
| 2 | 672 | |
| 3 | 672 | |
| 4 | 672 | |
| 5 | 672 | |
| 6 | 672 | |
| 7 | 672 | |
| 8 | 672 | |
| 9 | 672 | |
| 10 | 672 |
| Value | Count | Frequency (%) |
| 52 | 1008 | |
| 51 | 1008 | |
| 50 | 1008 | |
| 49 | 1008 | |
| 48 | 1008 | |
| 47 | 1008 | |
| 46 | 1008 | |
| 45 | 1008 | |
| 44 | 960 | |
| 43 | 672 |
Day
Real number (ℝ)
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.739412 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 297.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 16 |
| Q3 | 23 |
| 95-th percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.8042468 |
|---|---|
| Coefficient of variation (CV) | 0.55937584 |
| Kurtosis | -1.1951458 |
| Mean | 15.739412 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.0058539775 |
| Sum | 598318 |
| Variance | 77.514761 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 1248 | 3.3% |
| 15 | 1248 | 3.3% |
| 28 | 1248 | 3.3% |
| 27 | 1248 | 3.3% |
| 26 | 1248 | 3.3% |
| 24 | 1248 | 3.3% |
| 23 | 1248 | 3.3% |
| 22 | 1248 | 3.3% |
| 21 | 1248 | 3.3% |
| 20 | 1248 | 3.3% |
| Other values (21) | 25534 |
| Value | Count | Frequency (%) |
| 1 | 1248 | |
| 2 | 1248 | |
| 3 | 1248 | |
| 4 | 1248 | |
| 5 | 1248 | |
| 6 | 1248 | |
| 7 | 1248 | |
| 8 | 1248 | |
| 9 | 1248 | |
| 10 | 1248 |
| Value | Count | Frequency (%) |
| 31 | 720 | |
| 30 | 1152 | |
| 29 | 1200 | |
| 28 | 1248 | |
| 27 | 1248 | |
| 26 | 1248 | |
| 25 | 1246 | |
| 24 | 1248 | |
| 23 | 1248 | |
| 22 | 1248 |
Month
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.9042458 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 297.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 7 |
| Q3 | 10 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.5736957 |
|---|---|
| Coefficient of variation (CV) | 0.51760841 |
| Kurtosis | -1.2750042 |
| Mean | 6.9042458 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.114857 |
| Sum | 262458 |
| Variance | 12.771301 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 4464 | |
| 11 | 4320 | |
| 1 | 2976 | |
| 5 | 2976 | |
| 7 | 2976 | |
| 8 | 2976 | |
| 10 | 2976 | |
| 3 | 2974 | |
| 4 | 2880 | |
| 6 | 2880 | |
| Other values (2) | 5616 |
| Value | Count | Frequency (%) |
| 1 | 2976 | |
| 2 | 2736 | |
| 3 | 2974 | |
| 4 | 2880 | |
| 5 | 2976 | |
| 6 | 2880 | |
| 7 | 2976 | |
| 8 | 2976 | |
| 9 | 2880 | |
| 10 | 2976 |
| Value | Count | Frequency (%) |
| 12 | 4464 | |
| 11 | 4320 | |
| 10 | 2976 | |
| 9 | 2880 | |
| 8 | 2976 | |
| 7 | 2976 | |
| 6 | 2880 | |
| 5 | 2976 | |
| 4 | 2880 | |
| 3 | 2974 |
Year
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 297.1 KiB |
| 2012 | |
|---|---|
| 2013 | |
| 2011 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 152056 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2011 |
|---|---|
| 2nd row | 2011 |
| 3rd row | 2011 |
| 4th row | 2011 |
| 5th row | 2011 |
Common Values
| Value | Count | Frequency (%) |
| 2012 | 17566 | |
| 2013 | 17520 | |
| 2011 | 2928 | 7.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2012 | 17566 | |
| 2013 | 17520 | |
| 2011 | 2928 | 7.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 55580 | |
| 1 | 40942 | |
| 0 | 38014 | |
| 3 | 17520 | 11.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 152056 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 55580 | |
| 1 | 40942 | |
| 0 | 38014 | |
| 3 | 17520 | 11.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 152056 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 55580 | |
| 1 | 40942 | |
| 0 | 38014 | |
| 3 | 17520 | 11.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 152056 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 55580 | |
| 1 | 40942 | |
| 0 | 38014 | |
| 3 | 17520 | 11.5% |
PeriodOfDay
Real number (ℝ)
ZEROS 
| Distinct | 48 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.501105 |
| Minimum | 0 |
|---|---|
| Maximum | 47 |
| Zeros | 792 |
| Zeros (%) | 2.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 297.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 12 |
| median | 24 |
| Q3 | 35.75 |
| 95-th percentile | 45 |
| Maximum | 47 |
| Range | 47 |
| Interquartile range (IQR) | 23.75 |
Descriptive statistics
| Standard deviation | 13.853108 |
|---|---|
| Coefficient of variation (CV) | 0.58946624 |
| Kurtosis | -1.2009804 |
| Mean | 23.501105 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | -5.5676968 × 10-5 |
| Sum | 893371 |
| Variance | 191.9086 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 792 | 2.1% |
| 1 | 792 | 2.1% |
| 26 | 792 | 2.1% |
| 27 | 792 | 2.1% |
| 28 | 792 | 2.1% |
| 29 | 792 | 2.1% |
| 30 | 792 | 2.1% |
| 31 | 792 | 2.1% |
| 32 | 792 | 2.1% |
| 33 | 792 | 2.1% |
| Other values (38) | 30094 |
| Value | Count | Frequency (%) |
| 0 | 792 | |
| 1 | 792 | |
| 2 | 791 | |
| 3 | 791 | |
| 4 | 792 | |
| 5 | 792 | |
| 6 | 792 | |
| 7 | 792 | |
| 8 | 792 | |
| 9 | 792 |
| Value | Count | Frequency (%) |
| 47 | 792 | |
| 46 | 792 | |
| 45 | 792 | |
| 44 | 792 | |
| 43 | 792 | |
| 42 | 792 | |
| 41 | 792 | |
| 40 | 792 | |
| 39 | 792 | |
| 38 | 792 |
ForecastWindProduction
Real number (ℝ)
| Distinct | 27475 |
|---|---|
| Distinct (%) | 72.3% |
| Missing | 5 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 544.26145 |
| Minimum | 0.68 |
|---|---|
| Maximum | 1680 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 297.1 KiB |
Quantile statistics
| Minimum | 0.68 |
|---|---|
| 5-th percentile | 52.322 |
| Q1 | 189.67 |
| median | 441.98 |
| Q3 | 839.46 |
| 95-th percentile | 1352.44 |
| Maximum | 1680 |
| Range | 1679.32 |
| Interquartile range (IQR) | 649.79 |
Descriptive statistics
| Standard deviation | 414.36463 |
|---|---|
| Coefficient of variation (CV) | 0.76133378 |
| Kurtosis | -0.6826475 |
| Mean | 544.26145 |
| Median Absolute Deviation (MAD) | 294.42 |
| Skewness | 0.6599677 |
| Sum | 20686833 |
| Variance | 171698.05 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 54.1 | 10 | < 0.1% |
| 61.1 | 10 | < 0.1% |
| 129.9 | 9 | < 0.1% |
| 180.8 | 8 | < 0.1% |
| 169.9 | 8 | < 0.1% |
| 245.4 | 8 | < 0.1% |
| 287.8 | 8 | < 0.1% |
| 84.7 | 8 | < 0.1% |
| 68.7 | 8 | < 0.1% |
| 77.6 | 8 | < 0.1% |
| Other values (27465) | 37924 |
| Value | Count | Frequency (%) |
| 0.68 | 1 | |
| 0.69 | 1 | |
| 0.77 | 1 | |
| 0.86 | 1 | |
| 0.9 | 1 | |
| 1.11 | 1 | |
| 1.19 | 1 | |
| 1.63 | 1 | |
| 1.78 | 1 | |
| 1.79 | 1 |
| Value | Count | Frequency (%) |
| 1680 | 1 | |
| 1673.8 | 1 | |
| 1672.5 | 1 | |
| 1666.4 | 1 | |
| 1659.6 | 1 | |
| 1655.5 | 1 | |
| 1654.8 | 1 | |
| 1653.3 | 1 | |
| 1644.9 | 1 | |
| 1638.8 | 1 |
SystemLoadEA
Real number (ℝ)
| Distinct | 35584 |
|---|---|
| Distinct (%) | 93.6% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4020.085 |
| Minimum | 2183.94 |
|---|---|
| Maximum | 6492.91 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 297.1 KiB |
Quantile statistics
| Minimum | 2183.94 |
|---|---|
| 5-th percentile | 2626.2495 |
| Q1 | 3281.2075 |
| median | 4103.6 |
| Q3 | 4638.5325 |
| 95-th percentile | 5367.076 |
| Maximum | 6492.91 |
| Range | 4308.97 |
| Interquartile range (IQR) | 1357.325 |
Descriptive statistics
| Standard deviation | 860.47687 |
|---|---|
| Coefficient of variation (CV) | 0.21404444 |
| Kurtosis | -0.81026336 |
| Mean | 4020.085 |
| Median Absolute Deviation (MAD) | 655.115 |
| Skewness | -0.0082827309 |
| Sum | 1.5281147 × 108 |
| Variance | 740420.44 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2969.18 | 4 | < 0.1% |
| 4241.05 | 4 | < 0.1% |
| 2953.35 | 4 | < 0.1% |
| 4018.34 | 4 | < 0.1% |
| 4503.32 | 3 | < 0.1% |
| 4668.29 | 3 | < 0.1% |
| 4532.07 | 3 | < 0.1% |
| 3879.02 | 3 | < 0.1% |
| 2986.59 | 3 | < 0.1% |
| 4414.07 | 3 | < 0.1% |
| Other values (35574) | 37978 |
| Value | Count | Frequency (%) |
| 2183.94 | 1 | |
| 2210.42 | 1 | |
| 2212.39 | 1 | |
| 2213.92 | 1 | |
| 2234.79 | 1 | |
| 2235.11 | 1 | |
| 2238.68 | 1 | |
| 2247.23 | 1 | |
| 2248.05 | 1 | |
| 2248.57 | 1 |
| Value | Count | Frequency (%) |
| 6492.91 | 1 | |
| 6473.69 | 1 | |
| 6463.94 | 1 | |
| 6444.79 | 1 | |
| 6431 | 1 | |
| 6420.6 | 1 | |
| 6414.1 | 1 | |
| 6412.47 | 1 | |
| 6407.95 | 1 | |
| 6397.47 | 1 |
SMPEA
Real number (ℝ)
| Distinct | 7339 |
|---|---|
| Distinct (%) | 19.3% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.720388 |
| Minimum | 0 |
|---|---|
| Maximum | 587.58 |
| Zeros | 15 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 297.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 33.82 |
| Q1 | 45.53 |
| median | 55.23 |
| Q3 | 70.32 |
| 95-th percentile | 110.229 |
| Maximum | 587.58 |
| Range | 587.58 |
| Interquartile range (IQR) | 24.79 |
Descriptive statistics
| Standard deviation | 32.252334 |
|---|---|
| Coefficient of variation (CV) | 0.51422409 |
| Kurtosis | 34.329032 |
| Mean | 62.720388 |
| Median Absolute Deviation (MAD) | 11.5 |
| Skewness | 4.3990847 |
| Sum | 2384127.4 |
| Variance | 1040.2131 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 49.56 | 63 | 0.2% |
| 55.72 | 44 | 0.1% |
| 66.74 | 42 | 0.1% |
| 47.33 | 42 | 0.1% |
| 48 | 42 | 0.1% |
| 50.24 | 41 | 0.1% |
| 51.89 | 39 | 0.1% |
| 75.5 | 39 | 0.1% |
| 52.85 | 38 | 0.1% |
| 44.91 | 38 | 0.1% |
| Other values (7329) | 37584 |
| Value | Count | Frequency (%) |
| 0 | 15 | |
| 0.01 | 1 | < 0.1% |
| 2.53 | 2 | < 0.1% |
| 3.72 | 1 | < 0.1% |
| 6.02 | 6 | < 0.1% |
| 6.07 | 5 | < 0.1% |
| 10 | 2 | < 0.1% |
| 11.31 | 1 | < 0.1% |
| 13.69 | 3 | < 0.1% |
| 13.7 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 587.58 | 1 | |
| 563.06 | 1 | |
| 525.95 | 1 | |
| 484.52 | 1 | |
| 484.12 | 1 | |
| 483.25 | 1 | |
| 482.44 | 1 | |
| 478.79 | 1 | |
| 474.44 | 1 | |
| 474.39 | 1 |
ORKTemperature
Real number (ℝ)
| Distinct | 30 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 295 |
| Missing (%) | 0.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.6263687 |
| Minimum | -4 |
|---|---|
| Maximum | 25 |
| Zeros | 214 |
| Zeros (%) | 0.6% |
| Negative | 149 |
| Negative (%) | 0.4% |
| Memory size | 297.1 KiB |
Quantile statistics
| Minimum | -4 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 6 |
| median | 9 |
| Q3 | 13 |
| 95-th percentile | 17 |
| Maximum | 25 |
| Range | 29 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 4.4399339 |
|---|---|
| Coefficient of variation (CV) | 0.46122624 |
| Kurtosis | -0.24263331 |
| Mean | 9.6263687 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.18538177 |
| Sum | 363097 |
| Variance | 19.713013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 3525 | 9.3% |
| 10 | 3230 | 8.5% |
| 8 | 3225 | 8.5% |
| 11 | 3017 | 7.9% |
| 7 | 2894 | 7.6% |
| 12 | 2712 | 7.1% |
| 6 | 2617 | 6.9% |
| 5 | 2027 | 5.3% |
| 13 | 2009 | 5.3% |
| 15 | 1883 | 5.0% |
| Other values (20) | 10580 |
| Value | Count | Frequency (%) |
| -4 | 2 | < 0.1% |
| -3 | 14 | < 0.1% |
| -2 | 30 | 0.1% |
| -1 | 103 | 0.3% |
| 0 | 214 | 0.6% |
| 1 | 531 | 1.4% |
| 2 | 953 | |
| 3 | 1399 | |
| 4 | 1580 | |
| 5 | 2027 |
| Value | Count | Frequency (%) |
| 25 | 13 | < 0.1% |
| 24 | 43 | 0.1% |
| 23 | 64 | 0.2% |
| 22 | 75 | 0.2% |
| 21 | 135 | 0.4% |
| 20 | 195 | 0.5% |
| 19 | 330 | 0.9% |
| 18 | 592 | |
| 17 | 1001 | |
| 16 | 1451 |
ORKWindspeed
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 299 |
| Missing (%) | 0.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.21177 |
| Minimum | 0 |
|---|---|
| Maximum | 75.9 |
| Zeros | 157 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 297.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5.6 |
| Q1 | 13 |
| median | 18.5 |
| Q3 | 24.1 |
| 95-th percentile | 37 |
| Maximum | 75.9 |
| Range | 75.9 |
| Interquartile range (IQR) | 11.1 |
Descriptive statistics
| Standard deviation | 9.571311 |
|---|---|
| Coefficient of variation (CV) | 0.49820038 |
| Kurtosis | 0.68175567 |
| Mean | 19.21177 |
| Median Absolute Deviation (MAD) | 5.6 |
| Skewness | 0.76934671 |
| Sum | 724571.9 |
| Variance | 91.609994 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14.8 | 3208 | 8.4% |
| 13 | 3143 | 8.3% |
| 16.7 | 3015 | 7.9% |
| 18.5 | 2827 | 7.4% |
| 11.1 | 2823 | 7.4% |
| 20.4 | 2584 | 6.8% |
| 9.3 | 2467 | 6.5% |
| 22.2 | 2249 | 5.9% |
| 24.1 | 2116 | 5.6% |
| 25.9 | 1825 | 4.8% |
| Other values (42) | 11458 |
| Value | Count | Frequency (%) |
| 0 | 157 | 0.4% |
| 1.9 | 222 | 0.6% |
| 3.6 | 2 | < 0.1% |
| 3.7 | 583 | 1.5% |
| 5.6 | 1181 | |
| 7.2 | 1 | < 0.1% |
| 7.4 | 1760 | |
| 9.3 | 2467 | |
| 10.8 | 13 | < 0.1% |
| 11.1 | 2823 |
| Value | Count | Frequency (%) |
| 75.9 | 1 | < 0.1% |
| 74.1 | 1 | < 0.1% |
| 72.2 | 1 | < 0.1% |
| 70.4 | 2 | < 0.1% |
| 68.5 | 2 | < 0.1% |
| 66.7 | 3 | |
| 64.8 | 6 | |
| 63 | 6 | |
| 61.1 | 6 | |
| 59.3 | 7 |
CO2Intensity
Real number (ℝ)
| Distinct | 22458 |
|---|---|
| Distinct (%) | 59.1% |
| Missing | 7 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 479.37304 |
| Minimum | 0 |
|---|---|
| Maximum | 842.88 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 297.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 336.093 |
| Q1 | 421.105 |
| median | 480.31 |
| Q3 | 537.52 |
| 95-th percentile | 619.191 |
| Maximum | 842.88 |
| Range | 842.88 |
| Interquartile range (IQR) | 116.415 |
Descriptive statistics
| Standard deviation | 85.354706 |
|---|---|
| Coefficient of variation (CV) | 0.17805487 |
| Kurtosis | -0.11223939 |
| Mean | 479.37304 |
| Median Absolute Deviation (MAD) | 58.26 |
| Skewness | 0.0099313035 |
| Sum | 18219531 |
| Variance | 7285.4259 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 473.92 | 9 | < 0.1% |
| 491.32 | 9 | < 0.1% |
| 493.1 | 9 | < 0.1% |
| 482.39 | 8 | < 0.1% |
| 474.49 | 8 | < 0.1% |
| 535.7 | 8 | < 0.1% |
| 468.67 | 8 | < 0.1% |
| 508.02 | 8 | < 0.1% |
| 476.76 | 8 | < 0.1% |
| 475.3 | 8 | < 0.1% |
| Other values (22448) | 37924 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 29.41 | 1 | |
| 202.2 | 1 | |
| 203.27 | 1 | |
| 203.46 | 1 | |
| 203.79 | 1 | |
| 206.21 | 1 | |
| 206.58 | 1 | |
| 208.21 | 1 | |
| 209.61 | 1 |
| Value | Count | Frequency (%) |
| 842.88 | 1 | |
| 836.78 | 1 | |
| 816.85 | 1 | |
| 814.61 | 1 | |
| 804.35 | 1 | |
| 798.54 | 1 | |
| 794.16 | 1 | |
| 792.5 | 1 | |
| 791.08 | 1 | |
| 789.91 | 1 |
ActualWindProduction
Real number (ℝ)
| Distinct | 1535 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 5 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 520.76282 |
| Minimum | 1 |
|---|---|
| Maximum | 1769 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 297.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 43 |
| Q1 | 199 |
| median | 445 |
| Q3 | 793 |
| 95-th percentile | 1243 |
| Maximum | 1769 |
| Range | 1768 |
| Interquartile range (IQR) | 594 |
Descriptive statistics
| Standard deviation | 378.28298 |
|---|---|
| Coefficient of variation (CV) | 0.72640166 |
| Kurtosis | -0.64553791 |
| Mean | 520.76282 |
| Median Absolute Deviation (MAD) | 282 |
| Skewness | 0.59657528 |
| Sum | 19793674 |
| Variance | 143098.01 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 54 | 75 | 0.2% |
| 46 | 73 | 0.2% |
| 58 | 72 | 0.2% |
| 53 | 71 | 0.2% |
| 48 | 70 | 0.2% |
| 23 | 67 | 0.2% |
| 45 | 67 | 0.2% |
| 61 | 67 | 0.2% |
| 42 | 66 | 0.2% |
| 52 | 66 | 0.2% |
| Other values (1525) | 37315 |
| Value | Count | Frequency (%) |
| 1 | 3 | < 0.1% |
| 2 | 2 | < 0.1% |
| 3 | 5 | < 0.1% |
| 4 | 7 | < 0.1% |
| 5 | 12 | < 0.1% |
| 6 | 28 | |
| 7 | 31 | |
| 8 | 39 | |
| 9 | 42 | |
| 10 | 26 |
| Value | Count | Frequency (%) |
| 1769 | 1 | |
| 1760 | 1 | |
| 1742 | 1 | |
| 1738 | 1 | |
| 1705 | 1 | |
| 1630 | 1 | |
| 1625 | 1 | |
| 1624 | 1 | |
| 1606 | 1 | |
| 1598 | 1 |
SystemLoadEP2
Real number (ℝ)
| Distinct | 35653 |
|---|---|
| Distinct (%) | 93.8% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3785.9738 |
| Minimum | 1809.96 |
|---|---|
| Maximum | 6309.75 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 297.1 KiB |
Quantile statistics
| Minimum | 1809.96 |
|---|---|
| 5-th percentile | 2449.541 |
| Q1 | 3058.2775 |
| median | 3865.745 |
| Q3 | 4427.59 |
| 95-th percentile | 5087.543 |
| Maximum | 6309.75 |
| Range | 4499.79 |
| Interquartile range (IQR) | 1369.3125 |
Descriptive statistics
| Standard deviation | 843.26946 |
|---|---|
| Coefficient of variation (CV) | 0.22273515 |
| Kurtosis | -0.86737217 |
| Mean | 3785.9738 |
| Median Absolute Deviation (MAD) | 651.035 |
| Skewness | -0.030069417 |
| Sum | 1.4391244 × 108 |
| Variance | 711103.37 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4426.84 | 4 | < 0.1% |
| 4430.63 | 4 | < 0.1% |
| 4507.51 | 4 | < 0.1% |
| 4401.65 | 3 | < 0.1% |
| 3711.78 | 3 | < 0.1% |
| 3092.11 | 3 | < 0.1% |
| 4595.84 | 3 | < 0.1% |
| 4490.01 | 3 | < 0.1% |
| 4296.1 | 3 | < 0.1% |
| 4585.57 | 3 | < 0.1% |
| Other values (35643) | 37979 |
| Value | Count | Frequency (%) |
| 1809.96 | 1 | |
| 1823.45 | 1 | |
| 1832.68 | 1 | |
| 1848.62 | 1 | |
| 1853.34 | 1 | |
| 1855.41 | 1 | |
| 1855.91 | 1 | |
| 1860.52 | 1 | |
| 1861.48 | 1 | |
| 1867.3 | 1 |
| Value | Count | Frequency (%) |
| 6309.75 | 1 | |
| 6291.31 | 1 | |
| 6198.69 | 1 | |
| 6183.15 | 1 | |
| 6165.66 | 1 | |
| 6128.27 | 1 | |
| 6120.54 | 1 | |
| 6070.86 | 1 | |
| 6065.66 | 1 | |
| 6065.24 | 1 |
SMPEP2
Real number (ℝ)
| Distinct | 7813 |
|---|---|
| Distinct (%) | 20.6% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 64.136823 |
| Minimum | -47.74 |
|---|---|
| Maximum | 1000 |
| Zeros | 23 |
| Zeros (%) | 0.1% |
| Negative | 3 |
| Negative (%) | < 0.1% |
| Memory size | 297.1 KiB |
Quantile statistics
| Minimum | -47.74 |
|---|---|
| 5-th percentile | 33.19 |
| Q1 | 45.78 |
| median | 55.545 |
| Q3 | 72.11 |
| 95-th percentile | 118.6345 |
| Maximum | 1000 |
| Range | 1047.74 |
| Interquartile range (IQR) | 26.33 |
Descriptive statistics
| Standard deviation | 35.415036 |
|---|---|
| Coefficient of variation (CV) | 0.55217946 |
| Kurtosis | 52.88416 |
| Mean | 64.136823 |
| Median Absolute Deviation (MAD) | 12.055 |
| Skewness | 5.0364369 |
| Sum | 2437968.9 |
| Variance | 1254.2248 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 42.04 | 55 | 0.1% |
| 44.98 | 51 | 0.1% |
| 49.89 | 51 | 0.1% |
| 44.1 | 51 | 0.1% |
| 75.71 | 51 | 0.1% |
| 44.52 | 48 | 0.1% |
| 53.6 | 40 | 0.1% |
| 47.44 | 39 | 0.1% |
| 49.76 | 38 | 0.1% |
| 49.56 | 38 | 0.1% |
| Other values (7803) | 37550 |
| Value | Count | Frequency (%) |
| -47.74 | 1 | < 0.1% |
| -3.5 | 2 | < 0.1% |
| 0 | 23 | |
| 0.03 | 1 | < 0.1% |
| 1.07 | 5 | < 0.1% |
| 1.77 | 2 | < 0.1% |
| 5.03 | 4 | < 0.1% |
| 5.35 | 3 | < 0.1% |
| 5.52 | 1 | < 0.1% |
| 5.66 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 1000 | 1 | |
| 699.49 | 1 | |
| 682.85 | 1 | |
| 675.58 | 1 | |
| 657.08 | 1 | |
| 630.19 | 1 | |
| 603 | 1 | |
| 590.74 | 1 | |
| 517.69 | 1 | |
| 517.4 | 1 |
| Holiday | HolidayFlag | DayOfWeek | WeekOfYear | Day | Month | Year | PeriodOfDay | ForecastWindProduction | SystemLoadEA | SMPEA | ORKTemperature | ORKWindspeed | CO2Intensity | ActualWindProduction | SystemLoadEP2 | SMPEP2 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | None | 0 | 1 | 44 | 1 | 11 | 2011 | 0 | 315.31 | 3388.77 | 49.26 | 6.0 | 9.3 | 600.71 | 356.0 | 3159.60 | 54.32 |
| 1 | None | 0 | 1 | 44 | 1 | 11 | 2011 | 1 | 321.80 | 3196.66 | 49.26 | 6.0 | 11.1 | 605.42 | 317.0 | 2973.01 | 54.23 |
| 2 | None | 0 | 1 | 44 | 1 | 11 | 2011 | 2 | 328.57 | 3060.71 | 49.10 | 5.0 | 11.1 | 589.97 | 311.0 | 2834.00 | 54.23 |
| 3 | None | 0 | 1 | 44 | 1 | 11 | 2011 | 3 | 335.60 | 2945.56 | 48.04 | 6.0 | 9.3 | 585.94 | 313.0 | 2725.99 | 53.47 |
| 4 | None | 0 | 1 | 44 | 1 | 11 | 2011 | 4 | 342.90 | 2849.34 | 33.75 | 6.0 | 11.1 | 571.52 | 346.0 | 2655.64 | 39.87 |
| 5 | None | 0 | 1 | 44 | 1 | 11 | 2011 | 5 | 342.97 | 2810.01 | 33.75 | 5.0 | 11.1 | 562.61 | 342.0 | 2585.99 | 39.87 |
| 6 | None | 0 | 1 | 44 | 1 | 11 | 2011 | 6 | 343.18 | 2780.52 | 33.75 | 5.0 | 7.4 | 545.81 | 336.0 | 2561.70 | 39.87 |
| 7 | None | 0 | 1 | 44 | 1 | 11 | 2011 | 7 | 343.46 | 2762.67 | 33.75 | 5.0 | 9.3 | 539.38 | 338.0 | 2544.33 | 39.87 |
| 8 | None | 0 | 1 | 44 | 1 | 11 | 2011 | 8 | 343.88 | 2766.63 | 33.75 | 4.0 | 11.1 | 538.70 | 347.0 | 2549.02 | 39.87 |
| 9 | None | 0 | 1 | 44 | 1 | 11 | 2011 | 9 | 344.39 | 2786.80 | 33.75 | 4.0 | 7.4 | 540.39 | 338.0 | 2547.15 | 39.87 |
| Holiday | HolidayFlag | DayOfWeek | WeekOfYear | Day | Month | Year | PeriodOfDay | ForecastWindProduction | SystemLoadEA | SMPEA | ORKTemperature | ORKWindspeed | CO2Intensity | ActualWindProduction | SystemLoadEP2 | SMPEP2 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 38004 | New Year's Eve | 1 | 1 | 1 | 31 | 12 | 2013 | 38 | 1110.68 | 4356.46 | 149.77 | 6.0 | 20.4 | 318.50 | 1097.0 | 4698.38 | 66.12 |
| 38005 | New Year's Eve | 1 | 1 | 1 | 31 | 12 | 2013 | 39 | 1136.22 | 4286.95 | 74.84 | 6.0 | 22.2 | 311.24 | 1085.0 | 4447.42 | 62.05 |
| 38006 | New Year's Eve | 1 | 1 | 1 | 31 | 12 | 2013 | 40 | 1160.57 | 4188.85 | 66.08 | 5.0 | 18.5 | 262.97 | 1143.0 | 4207.57 | 62.05 |
| 38007 | New Year's Eve | 1 | 1 | 1 | 31 | 12 | 2013 | 41 | 1183.58 | 4122.26 | 65.39 | 5.0 | 20.4 | 264.71 | 941.0 | 4051.01 | 59.48 |
| 38008 | New Year's Eve | 1 | 1 | 1 | 31 | 12 | 2013 | 42 | 1204.71 | 4000.49 | 63.32 | 5.0 | 18.5 | 266.03 | 913.0 | 3856.20 | 50.60 |
| 38009 | New Year's Eve | 1 | 1 | 1 | 31 | 12 | 2013 | 43 | 1179.14 | 3932.22 | 34.51 | 6.0 | 22.2 | 285.31 | 812.0 | 3692.95 | 42.45 |
| 38010 | New Year's Eve | 1 | 1 | 1 | 31 | 12 | 2013 | 44 | 1152.01 | 3821.44 | 33.83 | 5.0 | 24.1 | 278.31 | 852.0 | 3571.00 | 33.83 |
| 38011 | New Year's Eve | 1 | 1 | 1 | 31 | 12 | 2013 | 45 | 1123.67 | 3724.21 | 31.75 | 4.0 | 20.4 | 280.91 | 962.0 | 3460.29 | 31.75 |
| 38012 | New Year's Eve | 1 | 1 | 1 | 31 | 12 | 2013 | 46 | 1094.24 | 3638.16 | 33.83 | 5.0 | 14.8 | 302.46 | 950.0 | 3563.99 | 50.60 |
| 38013 | New Year's Eve | 1 | 1 | 1 | 31 | 12 | 2013 | 47 | 1064.00 | 3624.25 | 33.83 | 5.0 | 16.7 | 308.01 | 1020.0 | 3517.08 | 34.90 |